diff --git a/.github/test/update_readme.py b/.github/test/update_readme.py
new file mode 100644
index 00000000..a8792eba
--- /dev/null
+++ b/.github/test/update_readme.py
@@ -0,0 +1,17 @@
+import json
+
+with open('used_by_repos.json') as f:
+    data = json.load(f)
+
+repos = data.get('items', [])
+
+with open('readme.md', 'r') as f:
+    lines = f.readlines()
+
+start_idx = next(i for i, line in enumerate(lines) if line.strip() == "## Used By") + 1
+end_idx = next((i for i, line in enumerate(lines[start_idx:], start=start_idx) if line.startswith("##")), len(lines))
+
+new_lines = lines[:start_idx] + [f"- [{repo['full_name']}]({repo['html_url']}): {repo.get('description', 'No description available')}\n" for repo in repos] + lines[end_idx:]
+
+with open('readme.md', 'w') as f:
+    f.writelines(new_lines)